I have a background in data science and machine learning, with experience from internships at Siemens Healthineers, Samsung PRISM, where I worked on a range of projects involving data analysis, model building, and tool d…
I have a background in data science and machine learning, with experience from internships at Siemens Healthineers, Samsung PRISM, where I worked on a range of projects involving data analysis, model building, and tool development using Python, Scikit-learn, SQL PyTorch, and TensorFlow.
I would love the opportunity to bring my skills to your company and continue growing
Developed Power Apps to manage databases and created dynamic Power BI visualizations, offering clients real-time project updates and improved decision-making insights.
Worked on developing LLM-RAG using GraphRAG, sliding window techniques, and Hierarchical querying to manage large file bases effectively.
Worked on developing the user-friendly interface for the LLM application utilizing React.
Led a team of 4 UGs, overseeing the development of a prototype Chatbot assistant for Samsung Finance.
Designed and implemented a Rasa chatbot featuring a custom Telugu-compatible NLU pipeline using spaCy, complemented by a user-friendly UI to enhance user engagement.
Developed a custom ASR model for voice interaction utilizing NVIDIA NeMo architecture, achieving a Word Error Rate of 8.34%.
Initiated work on the DJI Tello programmable drone, utilizing the Tello SDK to execute various maneuvers.
Designed and implemented applications for custom drones with the Pixhawk controller, focusing on flight path planning, collision avoidance, and gesture control.
Performed thorough research on various image generation models and established evaluation metrics used to evaluate their performance.
Developed a quality assurance framework for image generation models and validated it using open-source, human-evaluated, generated image datasets to ensure accuracy.
Worked on metrics including Aesthetic Score, CLIP, QAlign, and IQA PyTorch to evaluate model performance and output quality, while also introducing a new metric, SAM-CLIP, to assess hallucination.
• Developed PowerApps to manage databases and created dynamic Power BI visualizations, offering clients real-time project updates and improved decision-making insights.
• Worked on developing LLM-RAG. Using Graph RAG, sliding window techniques, and Hierarchical querying to manage large file bases effectively.
• Worked on developing the user-friendly interface for the LLM application utilizing React.
• Led a team of 4 UGs. overseeing the development of a prototype Chatbot assistant for Samsung Finance.
• Designed and implemented a Rasa chatbot featuring a custom Telugu-compatible NLU pipeline using spaCy, complemented by a user-friendly UI to enhance user engagement.
• Developed a Custom ASR model for voice interaction utilizing NVIDIA NeMo architecture, achieving a Word Error Rate of 8.34%.
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